Discover Awesome MCP Servers

codebase-synapse

An MCP server that indexes codebases into a local knowledge graph, providing 52 AI tools for semantic search, call-graph traversal, git archaeology, and impact analysis to give AI agents deep understanding of code.

PuchAI MCP Server

A multi-purpose MCP server that enables Reddit research for market validation, data visualization with charts, medicine information lookup, user preference management, and task management tools. Provides comprehensive utilities for research, data analysis, and personal productivity through natural language interactions.

Dorico Maestro

An AI composition partner that remote-controls Steinberg Dorico through the Model Context Protocol, enabling composers to create, edit, play back, and refine musical scores using natural language.

Azure APIM + MCP Server Demo

Exposes backend APIs through Azure API Management as an MCP server to enable AI assistants to interact with product catalogs and order systems. It provides standardized tools for searching products, retrieving details, and managing orders via the Model Context Protocol.

ytt-mcp

Enables users to fetch YouTube video transcripts via a single MCP tool, with support for multiple languages and OAuth-protected access.

qiskit-mcp-server

An MCP server that gives Claude hands-on access to quantum computing via Qiskit, enabling building circuits, simulation, statevector inspection, transpilation, and optional execution on real IBM quantum computers.

Codemend MCP Server

Connects AI tools directly to Codemend production error monitoring to list, analyze, and resolve software crashes. It enables users to retrieve AI-generated fixes and automatically open GitHub pull requests to address production issues.

Polarion MCP Servers

Servidor MCP para Polarion

Threat Intel MCP Server

Threat Intel MCP Server provides a set of tools for querying multiple threat intelligence platforms like VirusTotal, Shodan, GreyNoise, and urlscan.io. It includes enrichment tools that query all providers at once for IPs, URLs, or files.

CollabMCP

Provides shared real-time context for Claude Code agents, including scope awareness, prior decisions, and anti-overlap, using only files in the repo.

Interactive Brokers MCP Server

Connects AI assistants to Interactive Brokers for intelligent portfolio management, options analysis, risk monitoring, and automated trading strategy suggestions. Enables real-time account tracking, Greeks calculations, option chain analysis, and playbook-based risk adjustments through natural language.

Advogado PT MCP Server

Enables AI assistants to provide Portuguese legal advice by exposing legal calculators, templates, and reference documents through the MCP protocol.

Weather MCP Server

An MCP server that provides weather alerts and forecasts for US locations using the National Weather Service API.

d365fo-drill-engine

MCP server for Dynamics 365 Finance & Operations certification prep, enabling interactive drills with accuracy tracking and review.

mcp-ephemeral-k8s

Enables spawning ephemeral Model Context Protocol (MCP) servers on Kubernetes using Server-Sent Events (SSE), supporting multiple runtimes.

Gestion MCP Server

MCP server that exposes the GestionIntegrantes REST API as tools, enabling authentication, management of personas, and user queries via natural language.

FMP MCP Server

Enables Claude to access real-time stock data, financial statements, cryptocurrency information, and market data via the Financial Modeling Prep API.

mcp-mlx-launcher

An MCP server to autonomously launch, manage, and shutdown local mlx-lm instances on Apple Silicon.（Apple Silicon上でローカルLLM (mlx-lm) を自律的に起動・管理・停止するためのMCPサーバー。）

YouTube MCP Server

A Model Context Protocol server enabling AI language models to search, retrieve, and manage YouTube content including videos, channels, transcripts, and playlists.

LinkedIn MCP Server

Enables AI assistants to interact with LinkedIn using the official API for profile access, company management, and job postings.

SSH Read-Only MCP Server

Enables secure remote SSH command execution with strict read-only enforcement, allowing safe delegation of SSH access to Claude while preventing write operations. Supports connection pooling, command validation, and comprehensive logging for audit trails.

looba-mcp

An MCP server that provides AI assistants read-only access to Looba, a community platform for UI snippets and design inspiration, enabling snippet discovery and integration into frontend projects.

Coding Tools MCP

Gives any MCP-compatible AI chat or agent a safe, model-neutral coding runtime with file read/search, structured multi-file patches, command execution, interactive sessions, and git operations, all confined to a single workspace and gated by permission modes.

Timeverse InfCanvas MCP Server

Enables AI clients to read and write local infinite canvas data via MCP protocol, with support for image generation and web visualization.

topease-customs-data

全球海关贸易数据MCP服务器，支持按企业名称、产品关键字、HS编码等多维度查询238个国家/地区的进出口贸易数据。

POPS4 / Huanggoodman MCP Server

AI-native corporate gifting and event infrastructure for Fortune 500, enabling search of a 70,000+ SKU catalog, event program generation with live P&L, and wholesale quotes.

fast-html-mcp

Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembly-Patch-Read-Raw-Consistency architecture. 15 tools, 22 components, 25 templates — purpose-built for AI-driven page creation with sub-second patch times and AI-grade token compression. MCP name: io.github.aimino-tech/fast-html-mcp-server Quick Start npx -y @aimino/fast-html-mcp-server

docstore-mcp

A ChromaDB-based document storage MCP server that enables adding, storing, and summarizing notes with a custom note:// URI scheme and a single tool for note creation.

PM Agent MCP Server

An MCP server that provides tools for product management tasks like backlog prioritization, feedback analysis, capacity assessment, and dependency mapping.

DataLens MCP Connector

Exposes Yandex DataLens operations as tools for Claude, enabling API health checks, raw requests, entry listing, and dashboard creation.